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tapmeswavk/README.md

Tapmeswavk

Quantitative Finance & Machine Learning

Exploring alpha signals through systematic factor research, explainable ML for credit risk, and visual tools for quantitative workflows.


Tech Stack

Python XGBoost SHAP Scikit-learn Pandas Blockly FastAPI gRPC ClickHouse


Featured Projects

🧩 Factor Builder

Factor Builder Screenshot

Visual factor construction platform using Google Blockly. Drag-and-drop 105+ operator blocks to build factor formulas without memorizing DSL syntax. Features real-time backtesting, one-click factor registration, and hover tooltips for each operator.

🏠 Real Estate Default Risk

Financial vulnerability identification for A-share listed real estate firms (2018–2022 credit crisis). Builds a 7-dimension, 35-feature indicator system grounded in credit risk theory. Uses XGBoost + Logit for prediction and SHAP for feature attribution.

πŸ“Š Multi-Factor Platform

Multi-factor strategy construction platform with tiered factor scanning, portfolio optimization, and interactive Streamlit dashboards for strategy analysis and visualization.

πŸ”¬ Factor Research

Systematic alpha factor discovery across multiple research cycles:

  • βœ… Time-series statistical modeling β€” rolling window estimation, rank-based correlation, adaptive smoothing
  • βœ… Volatility & higher-moment analysis β€” conditional heteroskedasticity modeling, tail-risk measurement, distributional factor construction
  • βœ… Cross-sectional portfolio analytics β€” sector neutralization, residual decomposition, percentile ranking
  • βœ… Multi-frequency data integration β€” combining daily, intraday, and quarterly financial statement data in unified factor expressions
  • βœ… Fundamental Γ— technical fusion β€” blending accounting-based value signals with price-volume dynamics

GitHub Stats


"The goal is to turn data into insight, and insight into strategy."

Popular repositories Loading

  1. lqtp-factor-builder lqtp-factor-builder Public

    LQTP ε―θ§†εŒ–ε› ε­η§―ζœ¨εΉ³ε° β€” 基于 Blockly ηš„ζ‹–ζ‹½εΌι‡εŒ–ε› ε­ε…¬εΌζž„ε»Ίε·₯ε…·

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  2. real-estate-default-risk real-estate-default-risk Public

    Financial Vulnerability Identification for A-share Listed Real Estate Firms

    Python

  3. MultiFactorPlatform MultiFactorPlatform Public

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  4. tapmeswavk tapmeswavk Public

    Personal GitHub profile